This study aims to predict the movement of Bank Syariah Indonesia shares (BRIS.JK) prices using Conditional Restricted Boltzmann Machine (CRBM) method. Prediction is needed in conducting share transactions, because increase or decrease price movements very difficult predict. The CRBM method a machine learning algorithm used model probability distribution data associated with variables and input...

Direct Current (DC) grids are considered an attractive option for integrating high shares of renewable energy sources in the electrical distribution grid. Hence, future, Alternating (AC) and DC systems could be interconnected to form hybrid AC-DC grids. This paper presents a two-step state estimation formulation monitoring In first step, is executed independently AC areas system. The second ste...

Visual pollution takes many forms, but it shares its essence with regard to relationship confusion in the brain's processing of inconsistent visual inputs, which negatively affects individual's health general, and particular his mental psychological health. This research is shedding light on benefits significance physiological positive impacts aspects pollutions. It also highlights problems ass...

The process of allocating rights to resources can be viewed as a contest: parties compete with each other for the right claim larger allocation. In some situations, amount resource that is available allocate may unknown when are competing shares and perhaps not realized until contestants actually attempt their resource. For example, fishing quotas awarded based on estimated fish populations, bu...

Fair division is a fundamental problem in various multi-agent settings, where the goal to divide set of resources among agents fair manner. We study case m indivisible items need be divided n with additive valuations using popular fairness notion maximin share (MMS). An MMS allocation provides each agent bundle worth at least her share. While it known that such an not exist [1], [2], series rem...

We consider a common pool resource (CPR) where, in the first stage, every firm chooses an equity share on its rivalsiproOts (cross-ownership) and, second firms compete for resource. identify equilibrium shares this setting, and compare them against socially optimal that maximize welfare. Our results show are welfare improving under certain conditions, but can lead to insufficient exploitation o...

This paper investigates the dynamic impacts of cotton marketing reforms on farm output in rural Zambia. Following liberalization and the elimination of the Zambian cotton marketing board, the sector developed an outgrower scheme whereby cotton firms provided credit, access to inputs and output markets, and technical assistance to the farmers. There are two distinctive phases of the reforms: a f...